About Better Collective:
Better Collective is a leading digital sports media group dedicated to providing sports betting tips, tools, and community platforms for sports fans worldwide.
Job Description:
As a Machine Learning Developer at Better Collective, you will play a pivotal role in our data-driven environment. You will be part of a team working on a project that focuses on showing contextualized and engaging ads to users. The core of this project is the NLP (Natural Language Processing) module, which is integral to a vast microservices architecture. The primary responsibility of this role is to advance our NLP capabilities, utilizing GPT-3.5 and GPT-4 models to recognize the context of sports-related web pages and metadata, thereby enhancing the user experience.
Key Responsibilities:
- Collaborate with cross-functional teams to develop and maintain, improve and fine-tune the NLP models.
- Utilize GPT-3.5/GPT-4 models to extract insights from article summaries and metadata.
- Develop and maintain RESTful Fast API using Python to make the NLP model accessible to the system.
- Enhance the system's ability to recognize full taxonomies based on article summaries and page metadata.
- Stay up-to-date with the latest advancements in NLP and Machine Learning technologies.
- Contribute to the continuous improvement of data-driven strategies in advertising.
- Proven experience in developing NLP solutions and working with machine learning models.
- Proficiency in Python.
- Knowledge of GPT-3.5/GPT-4 models and their applications.
- Experience with NoSQL databases is a have.
- Experience with SQL databases is required.
- Ability to work in a collaborative, fast-paced environment.
- Excellent problem-solving skills and attention to detail.
Join us in advancing innovative machine learning and NLP applications in the digital sports media industry. Your contributions will directly impact the way users interact with sports-related content.
